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Characterization-Guided GPU Fault Resilience in NVIDIA MPS

Liu, Rixin et al.
arXiv (All) · Papers
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and-cluster-computingdistributedparallel
NVIDIA Multi-Process Service (MPS) enables fine-grained GPU sharing by allowing multiple processes to execute concurrently on the same GPU, making it an important mechanism for improving GPU utilization. However, MPS has weak fault resilience: a fault in one process can terminate all co-running proc
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